Pith Number

pith:M22GNPWP

pith:2024:M22GNPWPBGVXSDZLXE5GSK2QRL

not attested not anchored not stored refs pending

LLM economicus? Mapping the Behavioral Biases of LLMs via Utility Theory

Andrew W. Lo, Jillian Ross, Yoon Kim

arxiv:2408.02784 v1 · 2024-08-05 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{M22GNPWPBGVXSDZLXE5GSK2QRL}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

3 papers in Pith

Will Scaling Improve Social Simulation with LLMs?

Temporal Preference Concepts and their Functions in a Large Language Model

Bridging Language Models and Financial Analysis

Receipt and verification

First computed	2026-07-05T08:52:40.032973Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

66b466becf09ab790f2bb93a692b508af27ea1d82cae7ba8a1d30726dd3c13e2

Aliases

arxiv: 2408.02784 · arxiv_version: 2408.02784v1 · doi: 10.48550/arxiv.2408.02784 · pith_short_12: M22GNPWPBGVX · pith_short_16: M22GNPWPBGVXSDZL · pith_short_8: M22GNPWP

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/M22GNPWPBGVXSDZLXE5GSK2QRL \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 66b466becf09ab790f2bb93a692b508af27ea1d82cae7ba8a1d30726dd3c13e2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5c9257780541caa60b387f2318114d512e708126461ab96ea8fe76f9e3b88968",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-08-05T19:00:43Z",
    "title_canon_sha256": "4f758b460f21ce85128b3e92f025eebf6c19b203fddd6d3cf46e44a1f32bb0e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.02784",
    "kind": "arxiv",
    "version": 1
  }
}